沉浸式力学实验数字孪生系统架构研究

RESEARCH ON THE ARCHITECTURE OF DIGITAL TWIN SYSTEM FOR IMMERSIVE MECHANICS EXPERIMENT

  • 摘要: 沉浸式力学实验数字孪生技术将真实世界的结构实体与虚拟空间的力学模型融合,不仅有助于实验者对结构力学行为的深层次理解,更有利于计算资源的均衡调控、共享和节约。针对力学实验数字孪生的自动化、精准度和稳定性的难题,该文提出了采用边缘硬件性态感知、云服务器数据存储与中央调控、雾服务器有限元计算和分别基于Unity平台/Web平台/HoloLens混合现实平台三种孪生模型可视化方式的分布式在线数字孪生系统架构,并从时域和空间域提出了衡量结构实体与孪生模型映射自动化、精准性和稳定性的指标——刷新率、性态误差和波动率。进一步,以简单的悬臂梁实验为研究对象,搭建了基于该架构的三套沉浸式力学实验数字孪生系统。系统验证分析结果表明,该三种系统架构均可实现自动的、精准的和稳定的沉浸式力学实验,其中Web平台孪生模型可视化刷新率略高、波动率较小且便于访问,Unity客户平台三维数字场景重构更为便捷和真实,HoloLens混合现实平台的沉浸感和交互效果更强。

     

    Abstract: Immersive digital twin technology for mechanics experiments which fusing structural entities in real world with mechanics models in virtual space, not only is conducive for the experimenter to comprehend the deformation of structures subjected to loads but also contributes to the balanced regulation, sharing, and conservation of computational resources. Aiming at the problems of automation, of accuracy, and of the stability of mechanics experiments, proposed is a distributed digital twin system architecture based on the behavior sensing in edge hardware, on the data storage in cloud server and finite element computation in fog server, and on the virtual model visualization in Unity/Web/ Mixed-Reality of HoloLens platform, respectively. Besides, the indexes, such as mapping rate, fluctuation rate, and behavior error, are proposed to evaluate the mapping accuracy between the physical structure and the virtual model in the time domain as well as in the space domain. Further, three immersive digital twin systems of a cantilever mechanics experiment based on these proposed architectures were built. Systematic analysis shows that all the three architectures can achieve automatic, accurate, and stable immersive mechanics experiments. Among them, Web platform achieves a slightly higher refresh rate and a smaller fluctuation rate and is easier to access on, while Unity platform is more convenient and realistic for the 3D digital scene reconstruction, and the mixed reality of HoloLens obtains a more immersive and interactive experience.

     

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